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2024 FRC

Object Detection

2024 FRC Image Dataset

v8

YOLOV8n

Generated on Jan 25, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 90%
3291Images
Valid Set 7%
251Images
Test Set 3%
121Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -8° and +8°
Saturation: Between -30% and +30%
Exposure: Between -13% and +13%